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Kou Tian

2 papers hereh-index 211 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.IT1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedGNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach

1 citations · 1 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024★ 1 cited

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach

Kou Tian, Chentao Yue, Changyang She +2

This paper presents a novel auto-encoder based end-to-end channel encoding and decoding. It integrates deep reinforcement learning (DRL) and graph neural networks (GNN) in code des…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.